International Journal of Advanced Culture Technology

The International Promotion Agency of Culture Technology (국제문화기술진흥원)
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A Study on Change in Perception of Community Service and Demand Prediction based on Big Data

  • Received : 2022.11.15
  • Accepted : 2022.12.09
  • Published : 2022.12.31
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Abstract

The Community Social Service Investment project started as a state subsidy project in 2007 and has grown very rapidly in quantitative terms in a short period of time. It is a bottom-up project that discovers the welfare needs of people and plans and provides services suitable for them. The purpose of this study is to analyze using big data to determine the social response to local community service investment projects. For this, data was collected and analyzed by crawling with a specific keyword of community service investment project on Google and Naver sites. As for the analysis contents, monthly search volume, related keywords, monthly search volume, search rate by age, and gender search rate were conducted. As a result, 10 items were found as related keywords in Google, and 3 items were found in Naver. The overall results of Google and Naver sites were slightly different, but they increased and decreased at almost the same time. Therefore, it can be seen that the community service investment project continues to attract users' interest.

Keywords

Acknowledgement

This study was supported by research fund from Honam University, 2022 year

References

  1. H.S. Woon, "A New Social Change and Responding Improvement of Community Social Service," Crisisonomy, Vol. 10, No. 10, pp. 147-171, 2014. 
  2. Y.H. Chon and M.H. Lee, "A Study of Local Governments' Evaluation of the Marketization of Social Service: Focusing on the Registration System of Community Social Service Investment," Health and Social welfare review, Vol. 38, No. 3, pp. 521-554, Sep. 2018. DOI: https://doi.org/10.15709/HSWR.2018.38.3.521 
  3. Chun-Ok Jang, "A Study on the Factors Influencing the Satisfaction of Community Service: Focused on G metropolitan city," The International Journal of Advanced Culture Technology, Vol.7 No.1, pp. 1-7, 2019. DOI: https://doi.org/10.17703/IJACT.2019.7.1.1 
  4. Chun-Ok Jang, "Effect of Social Service Quality on Service Satisfaction and Service Repurchase - Focusing on Social Service Investment Project," The International Journal of Advanced Culture Technology, Vol.9, No.4, pp. 1-7, 2021. DOI: ttps://doi.org/10.17703/I JACT.2021.9.4.213 
  5. W.-S. Lee and S.-U. Hong, "A study on the Efficiency of Community Service Investment Projects Data Envelopment Analysis, DEA-Centered on 8 districts in Daegu," Industrial Promotion Institute, Vol. 7, Issue 2, pp. 1-13, 2022. 
  6. M. Cox and D. Ellsworth, "Application-controlled demand paging for out-of-core visualization," in Proceedings of Visualization '97, Phoenix AZ, October, November, 1997. DOI:10.1109/VISUAL.1997.663888 
  7. M. Beyer and D. Laney, The Importance of 'Big Data': A Definition, Connecticut 2012, CT: T. Gartner Chavez, C. O'Hara and V. Vaidya, Data driven, Seoul: Mc Graw Hill, 2019. 
  8. H.-J. An, "A Business Performance Study of Data Quality Management for Big Data Adoption: Focused on Corporate Data Quality Management Process (Doctoral Dissertation)," Seoul: Kookmin University, 2015. 
  9. T. Bell, Big Data: An opportunity in search of a metaphor, 2011. 
  10. https://wikidocs.net/31698.